Energy compaction refers to the property of a transformation that enables most of the energy of a signal to be concentrated in a small number of coefficients or components. This is particularly important in signal processing as it allows for efficient data representation and compression, ensuring that significant information is preserved while reducing the amount of data needed for storage and transmission. In the context of wavelets, energy compaction means that most of the signal's energy is captured in fewer wavelet coefficients compared to traditional methods, enhancing performance in various applications like image and audio compression.
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